Sentinel LoRA training + RAG budget fix + fallback elimination#270

Merged

joelteply merged 22 commits intomainfrom

feature/sentinel-lora-training

Feb 18, 2026

Commits on Feb 17, 2026

LoRA training pipeline commands + adapter entity persistence
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Academy Dojo: dual-sentinel teacher/student architecture
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Sentinel interpolation engine: multi-pass nesting, JSON traversal, loop-relative refs
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Sentinel lifecycle: entity persistence, persona ownership, escalation to inbox
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Sentinel memory integration, trigger service, and pattern recall
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Phenotype validation + quality gating for Academy student pipeline
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Dynamic composition, LRU paging, and remediation loop
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Multi-persona competition + gap analysis for Academy Phase D
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Purge Ollama: complete removal from types, runtime, comments, and tests
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Fix JTAGClient connection hang + Academy Dojo integration tests
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Eliminate Academy Dojo technical debt: type safety, imports, READMEs
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Replace as-any casts with typed executors across all genome commands
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Wire LoRA adapters into Candle inference + unified model config
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Commits on Feb 18, 2026